[Feature Request] Message-to-Data Format Converter

[Wendong-Fan]

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Motivation

Develop a flexible system for converting agent messages into structured data formats, leveraging the power of Pydantic for standardization and customization.

1. Generalized Data Format Support:

• Define a set of reusable Pydantic objects for commonly used data formats, such as pre-training, instruction tuning, and conversion tasks.
• Provide the ability for users to pass custom Pydantic models for data conversion to suit their specific requirements.

2. Message-to-Data Conversion:

• Implement a converter capable of transforming agent messages into the defined structured data formats seamlessly and efficiently.

Solution

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Alternatives

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Additional context

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[Wendong-Fan]

1. BaseMessage -> structured object
2. string -> structured object
3. structured object -> BaseMessage